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Accelerating Chemobehavioral Phenotypic Screening in Neurotoxicology Using a Living Embryo Array System.

Jason HenryYutao BaiFlorian KreuderDavid MawdsleyJan KaslinDonald Wlodkowic
Published in: Zebrafish (2022)
Large-scale chemobehavioral phenotyping with zebrafish embryos is a promising avenue for accelerated neurotoxicity testing and discovery of behavior-modifying neuroceuticals. These strategies are hampered by lack of effective embryo in-test positioning, wide-field imaging, and high-throughput bioinformatic analytics. In this study, we demonstrate advantages of using custom large-density embryo arrays in conjunction with an open-source ultra-high-definition video imaging system. Moreover, we present a high-throughput bioinformatics workflow for rapid behavioral analysis of large cohorts of specimens in photomotor response bioassays. The system validation was showcased in a proof-of-concept neurotoxicity analysis.
Keyphrases
  • high throughput
  • high resolution
  • single cell
  • pregnancy outcomes
  • machine learning
  • electronic health record
  • mass spectrometry
  • fine needle aspiration
  • sensitive detection